# ArmorCode: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 40 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/armorcode

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Application security posture management](https://www.gane.ai/index/it/developer/application-security-posture-management/index.md) | 8% | 4 | 22% | 40 |

## What the models said for it

- "If you need broad scanner aggregation and workflow automation on a controlled budget: ArmorCode. Strong integration count and lifecycle management" (Muse Glimmer 30B, ASPM)
- "Short answer: ArmorCode—if by ASPM you mean an independent layer that pulls findings from the security tools you already use" (GPT-6 Luna, ASPM)
- "my default pick would be ArmorCode unless you already have a strong reason to standardize on another vendor" (GPT-5.4 mini, ASPM)
- "Choose a Pure-Play (like ArmorCode or Phoenix) if your organization is struggling with "Too Many Alerts"" (Qwen 3.7 Flash, ASPM)

## And against it

- "Multiple AI models explicitly recommend avoiding these for smaller organizations due to high costs and complexity." (Mistral Small, ASPM)
- "High criticism rate (around 74%, with many "hard negative" labels)... overly complex for non-large orgs" (Grok 4.20, ASPM)
- "enterprise-grade ASPM platforms like ArmorCode, Cycode, and Apiiro may have pricing models that are not suitable for small or mid-sized businesses" (Llama 4 Maverick, ASPM)
- "flagged certain early-stage or niche ASPM aggregators (e.g., Apiiro, ArmorCode in specific contexts) with higher "negative rates" or criticism" (Qwen 3.7 Flash, ASPM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 2 | 6 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 2 | 2 | 1 | 5 |
| Mistral Small | 1 | 1 | 0 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 1 | 2 |
| Kimi K2 | 1 | 2 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 2 | 1 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 1 | 1 | 1 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named ArmorCode, from 135 of the 140 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 81
- g2.com: 64
- cycode.com: 54
- checkmarx.com: 51
- appsecsanta.com: 43
- ox.security: 43
- gane.ai/index: 42
- expertinsights.com: 39
- gbhackers.com: 36
- github.com: 36

### Pages cited

- https://csoonline.com/article/4041891/aspm-buyers-guide-seven-products-to-help-secure-your-applications.html: 81
- https://expertinsights.com/application-security/the-top-application-security-posture-management-aspm-tools: 39
- https://appsecsanta.com/aspm-tools: 37
- https://gbhackers.com/best-aspm-compared: 36
- https://ox.security/blog/aspm-tools: 36
- https://checkmarx.com/learn/aspm/best-aspm-tools-5-platforms-to-watch-in-2026: 35
- https://g2.com/categories/application-security-posture-management-aspm/enterprise: 29
- https://guideflow.com/blog/aspm-software: 29

## In its own words

What ArmorCode's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The independent Agentic Control Plane where AI agents help security teams correlate, triage, and remediate vulnerabilities across infrastructure, cloud, supply chain, apps, and AI. (https://armorcode.com/)
- For: security teams (https://armorcode.com/)
- Integrations claimed: 400 (https://armorcode.com/); 375 (https://www.armorcode.com/platform) (pages disagree)
- Certifications: SOC 2 Type II
- Customers named: Snap Finance, VTS, S&P Global, Shutterfly, The Motley Fool, Athenahealth, Johnson Controls

## What it publishes

Every page armorcode.com exposes, read 2026-10-05: 474 addresses. By kind, pages and the last 90 days:

- blog: 192 pages, 6 in the last 90 days, latest 2026-09-15
- case study: 7 pages, 0 in the last 90 days, latest 2025-09-10
- webinar or virtual event: 6 pages, 3 in the last 90 days, latest 2026-09-16
- conference or event: 6 pages, 0 in the last 90 days, latest 2025-05-05
- report or ebook: 18 pages, 1 in the last 90 days, latest 2026-08-18
- comparison: 16 pages, 5 in the last 90 days, latest 2026-09-24
- glossary or explainer: 18 pages, 4 in the last 90 days, latest 2026-09-02
- podcast or video: 126 pages, 0 in the last 90 days, latest 2025-01-29
- news or press: 22 pages, 2 in the last 90 days, latest 2026-08-04
- Recent: 2026-09-24 comparison: Servicenow vr alternative https://www.armorcode.com/servicenow-vr-alternative
- Recent: 2026-09-16 webinar or virtual event: From vulnerabilities to compliance getting ready for cra enforcement https://www.armorcode.com/webinar/from-vulnerabilities-to-compliance-getting-ready-for-cra-enforcement
- Recent: 2026-09-15 blog: Manufacturing cybersecurity industrial security https://www.armorcode.com/manufacturing-cybersecurity-industrial-security
- Recent: 2026-09-15 blog: Retail cybersecurity ecommerce security https://www.armorcode.com/retail-cybersecurity-ecommerce-security
- Recent: 2026-09-15 blog: Software security solutions for technology cybersecurity https://www.armorcode.com/software-security-solutions-for-technology-cybersecurity
- Recent: 2026-09-02 glossary or explainer: What is attack path analysis a practitioners guide https://www.armorcode.com/blog/what-is-attack-path-analysis-a-practitioners-guide

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.